Publication: Gamified Smart Mirror o Leverage Autistic Education – Aliza
Type:
Article
Date
2020-12-10
Journal Title
Journal ISSN
Volume Title
Publisher
2020 2nd International Conference on Advancements in Computing (ICAC), SLIIT
Abstract
Autism is a neurodevelopmental disorder that
causes difficulties in communication, emotional responsiveness
and social skills. There has been a global increase rate in autism
and lack of resources locally to educate ASD children. As this
condition affects children at an early stage, it remains a
challenge in learning. Even though today's world there are
ample of teaching methods and technologies, people are
unaware of the use and impact of them. This paper presents
“Aliza” Gamified smart mirror to teach basic education for
autism children. “Aliza” consists of four core components such
as writing mentor for pre-writing, math tutor for mathematics,
verbal trainer for speech and attentiveness tracker for emotion
detection. These components assist and enhance their
competency in education. The users of the “Aliza" will be
constantly monitored and evaluated during their training using
Convolutional Neural Network (CNN). The interactive games
are given to impact their learning process while the generated
report from the Deep Learning evaluation system can acquaint
parents and the tutors with the progress of the children.
Through this research, it is expected to improve autistic
children's basic education with assistance of “Aliza".
Description
Keywords
Aliza, smart mirror, Convolutional Neural Network (CNN), emotion detection, pre-writing, Autism Spectrum Disorder (ASD), Deep Learning
